Optimization of Acceleration Motion Trajectory of SHEV Based on Radau Pseudospectral Method

被引:4
作者
Ruan, Shumin [1 ]
Ma, Yue [1 ]
机构
[1] Beijing Inst Technol, 5 South Zhongguancun St, Beijing 100081, Peoples R China
关键词
hybrid electric vehicle; Radau pseudospectral method; optimal control;
D O I
10.1016/j.ifacol.2019.09.008
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In order to improve the acceleration response of hybrid tracked vehicles, this paper applies Radau pseudospectral method to solve the trajectory optimization problem of vehicle acceleration. The mathematical model of engine-generator, battery pack and electric motor is established, and the optimal control problem of vehicle acceleration time is constructed. The problem equation of state has strong nonlinearity. Therefore, the problem is transformed into a nonlinear programming problem by Radau pseudospectral method, and the numerical solution is carried out. The rotational speed and torque trajectory curves of the engine-generator set and the motor are obtained. The simulation results show that Radau pseudospectral method can optimize the working curve of various components of hybrid vehicles and improve response speed. (C) 2019, IFAC (International Federation of Automatic Control) Hosting by Elsevier Ltd. All rights reserved.
引用
收藏
页码:48 / 53
页数:6
相关论文
共 12 条
[1]  
[Anonymous], 2009, ASTRODYNAMICS
[2]   Survey of numerical methods for trajectory optimization [J].
Betts, JT .
JOURNAL OF GUIDANCE CONTROL AND DYNAMICS, 1998, 21 (02) :193-207
[3]   Large-scale nonlinear programming using IPOPT: An integrating framework for enterprise-wide dynamic optimization [J].
Biegler, L. T. ;
Zavala, V. M. .
COMPUTERS & CHEMICAL ENGINEERING, 2009, 33 (03) :575-582
[4]   Pseudospectral methods for solving infinite-horizon optimal control problems [J].
Garg, Divya ;
Hager, William W. ;
Rao, Anil V. .
AUTOMATICA, 2011, 47 (04) :829-837
[5]   SNOPT: An SQP algorithm for large-scale constrained optimization (Reprinted from SIAM Journal Optimization, vol 12, pg 979-1006, 2002) [J].
Gill, PE ;
Murray, W ;
Saunders, MA .
SIAM REVIEW, 2005, 47 (01) :99-131
[6]   Re-entry trajectory optimization using Radau pseudospectral method [J].
Han, P. (hanpeng@bit.edu.cn), 1600, South China University of Technology (30) :1027-1032
[7]   Optimal Control of Hybrid Electric Vehicles Based on Pontryagin's Minimum Principle [J].
Kim, Namwook ;
Cha, Sukwon ;
Peng, Huei .
IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY, 2011, 19 (05) :1279-1287
[8]  
Patterson M.A., 2016, A general-purpose MATLAB software for solving multiple-phase optimal control problems version 2.3
[9]  
Rao A, 2002, AIAA ATM FLIGHT MECH
[10]   Control of hybrid electric vehicles [J].
Sciarretta, Antonio ;
Guzzella, Lino .
IEEE CONTROL SYSTEMS MAGAZINE, 2007, 27 (02) :60-70